June 2014
Intermediate to advanced
576 pages
16h 43m
English
book
Image Analysis, Classification and Change Detection in Remote Sensing, 3rd Edition
by Morton J. Canty
Content preview from Image Analysis, Classification and Change Detection in Remote Sensing, 3rd Edition
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300 Supervised Classification Part 2
1 --- -- -- -- -- -- -- ----- -- -- --
2 Clas sifica tio n C ompari son
3 Fri Jan 09 1 2:57:4 5 2009
4 --- -- -- -- -- -- -- ----- -- -- --
5 Firs t classifie r
6 ; FFN test r esults FOR juelich aster \ m ay0107 _pca
7 Seco nd c lassif ier
8 ; SVM test r esults FOR juelich aster \ m ay0107 _pca
9 Test obs ervati ons : 2391
10 Classe s : 10
11 First cla ssifie r : 64
12 Seco nd classif ier : 88
13 McNe mar sta tistic : 3.4 803
14 P- va lue : 0.0 621
where now the neural network is “better”, but not at the 5% significance level.
7.3 Adaptive boosting
Further enhancement of classifier accuracy is sometimes possible by combin-
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